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A minimal Automatic Machine Learning (AutoML) solution for tabular datasets based on PyTorch.
automl tabular pytorch tabular-data
TransMoMo: Invariance-Driven Unsupervised Motion Retargeting
A lightweight video motion retargeting approach that is capable of transferring motion of a person in a source video realistically to another video of a ...
motion-generation video retargeting transmomo
Learning to See before Learning to Act: Visual Pre-training
We find that pre-training on vision tasks significantly improves generalization and sample efficiency for learning to manipulate objects.
computer-vision transfer-learning robotics affordance
Multi Agent Diverse Generative Adversarial Network
Easy to follow Pytorch tutorial Notebook for Multi-Agent Diverse Generative Adversarial Networks
generative-adversarial-networks pytorch paper code
PyTorch Lightning
The lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate.
pytorch pytorch-lightning template library
PyTorch Pruning | How it's Made by Michela Paganini
In this talk, you will learn about pruning, why it's important and how to get started using PyTorch's Pruning (torch.nn.utils.prune).
pruning pytorch model-compression video
FAIR's library of reusable components for deep learning with 3D data.
3d heterogeneous-batching batching differentiable-rendering
Video object grounding
Video object grounding using semantic roles in language description.
grounding visual-grounding video video-object-grounding
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